# Gemini 3.1 Flash-Lite vs Laguna M.1

> Side-by-side benchmark comparison for Gemini 3.1 Flash-Lite and Laguna M.1 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gemini-3-1-flash-lite-vs-laguna-m-1
- Last updated: September 10, 2026

- Shared sourced benchmarks: 5
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Pick Gemini 3.1 Flash-Lite if you want the stronger benchmark profile. Laguna M.1 only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Gemini 3.1 Flash-Lite leads overall 56.19 to 3.93.
- The clearest category separation is in knowledge, where the averages are 51.5 for Gemini 3.1 Flash-Lite and 18.6 for Laguna M.1.
- The biggest single benchmark swing is GPQA Diamond (Vals) in Knowledge, with scores of 81.1% and 27.0%.
- Laguna M.1 is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.
- Gemini 3.1 Flash-Lite also has the larger context window at 1M.

## Model Snapshot

| Property | Gemini 3.1 Flash-Lite | Laguna M.1 |
|----------|----------|----------|
| Creator | Google | Poolside |
| Type | Proprietary | Proprietary |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 1M | 256K |
| Overall Score | 56.19 | 3.93 |
| Benchmarks Covered | 8 | 10 |
| Pricing (input/output) | $0.25 / $1.50 | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Gemini 3.1 Flash-Lite public-lane score: 42.9 (Estimated · #101/152)
- Laguna M.1 public-lane score: 23.9 (Estimated · #147/152)

| Benchmark | Gemini 3.1 Flash-Lite | Laguna M.1 | Winner |
|-----------|-----------|-----------|--------|
| Gert Labs | 38.46% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 34.1% | 34.1% | Tie |
| Terminal-Bench 2.0 | Coming soon | 45.8% | Coming soon |

### Coding

- Winner: Coming soon
- Gemini 3.1 Flash-Lite public-lane score: 37.9 (Estimated · #124/151)
- Laguna M.1 public-lane score: 29.7 (Supported · #140/151)

| Benchmark | Gemini 3.1 Flash-Lite | Laguna M.1 | Winner |
|-----------|-----------|-----------|--------|
| Vibe Code Bench | 0.00% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 80.1% | 68.1% | Gemini 3.1 Flash-Lite |
| SWE-bench (Vals) | 62.8% | 57.6% | Gemini 3.1 Flash-Lite |
| SWE-bench Verified | Coming soon | 74.6% | Coming soon |
| SWE Multilingual | Coming soon | 63.1% | Coming soon |
| SWE-bench Pro | Coming soon | 49.2% | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 45.8% | Coming soon |

### Multimodal & Grounded

- Winner: Coming soon
- Gemini 3.1 Flash-Lite public-lane score: 37.5 (Unranked · 1 rankable row)
- Laguna M.1 public-lane score: Coming soon

| Benchmark | Gemini 3.1 Flash-Lite | Laguna M.1 | Winner |
|-----------|-----------|-----------|--------|
| CharXiv | 73.2% | Coming soon | Coming soon |

### Knowledge

- Winner: Coming soon
- Gemini 3.1 Flash-Lite public-lane score: 51.5 (Estimated · #71/183)
- Laguna M.1 public-lane score: 18.6 (Estimated · #182/183)

| Benchmark | Gemini 3.1 Flash-Lite | Laguna M.1 | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond (Vals) | 81.1% | 27.0% | Gemini 3.1 Flash-Lite |
| MMLU-Pro (Vals) | 86.2% | 68.8% | Gemini 3.1 Flash-Lite |

## FAQ

### Which is better overall, Gemini 3.1 Flash-Lite or Laguna M.1?

Gemini 3.1 Flash-Lite is ahead overall on BenchLM right now.

### Where is the biggest gap between Gemini 3.1 Flash-Lite and Laguna M.1?

The widest category gap is in knowledge, where the averages are 51.5 for Gemini 3.1 Flash-Lite and 18.6 for Laguna M.1.

### How many benchmarks does Gemini 3.1 Flash-Lite cover on BenchLM?

Gemini 3.1 Flash-Lite currently has 8 sourced benchmark scores on BenchLM.

### How many benchmarks does Laguna M.1 cover on BenchLM?

Laguna M.1 currently has 10 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Gemini 3.1 Flash-Lite vs Laguna XS.2](/compare/gemini-3-1-flash-lite-vs-laguna-xs-2)
- [Laguna M.1 vs Laguna XS.2](/compare/laguna-m-1-vs-laguna-xs-2)
- [Gemini 3.1 Flash-Lite vs Laguna S 2.1](/compare/gemini-3-1-flash-lite-vs-laguna-s-2-1)
- [Laguna M.1 vs Laguna S 2.1](/compare/laguna-m-1-vs-laguna-s-2-1)

## Explore More

- [Gemini 3.1 Flash-Lite profile](/models/gemini-3-1-flash-lite)
- [Laguna M.1 profile](/models/laguna-m-1)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)